Browse > Article
http://dx.doi.org/10.3745/KIPSTB.2007.14-B.6.445

Development of the Road Weather Detection Algorithm on CCTV Video Images using Double Decision Trees  

Park, Beung-Raul (공주대학교 컴퓨터공학과)
NamKoong, Sung (한국도로공사 도로교통기술원)
Lim, Joong-Tae (공주대학교 컴퓨터공학부)
Publication Information
The KIPS Transactions:PartB / v.14B, no.6, 2007 , pp. 445-452 More about this Journal
Abstract
We proposed a detection scheme of weather information in CCTV video images in this paper. The scheme obtains the RGB distribution of shiny day and divide a target image into cloud, rain, snow and for RGB distributions. shiny day RGB distribution. Our scheme designed systematically to detection and separation special characteristics of images from complex weather information. Our algorithm has less overhead than the previous methods to use weather database DB at the view of time and space. And our algorithm can be use in real world system with low cost of implementation. Also, our algorithm use informations of temperature, humidity, date, and time to detect the information of weather with high quality.
Keywords
Image Information; CCTV; Road Weather Information; Brightness; RGB Distribution;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 Randy Crane, 'A Simplified approach to Image Processing', Prentice-Hall, 1997
2 오세경, 이기원, '수학적 모폴로지의 경계치 변화에 의한 도시환경 지형지물 추출 및 분리응용', GIS/LBS2004학술대회, pp. 139-143, 2004.12   과학기술학회마을
3 E.A. DeYoe, D.D. Van Essen, 'Concurrent Processing Streams in Monkey Visual Cortex,' Trends in Neuro Sciences, Vol. 11, pp. 219-226, 1988   DOI   ScienceOn
4 S.G. Narasimhan, S.K.Nayar, 'Vision in Bad Weather', IEEE ICCV, Vol. 2, pp. 820-827, 1999   DOI
5 이문호, 염재훈, 'C언어를 이용한 영상신호처리', 대영사, 1998
6 장동혁. '디지털 영상처리의 구현', PC 어드밴스, 1999
7 양금석, 양승민, 'PTZ 제어에 의한 이중 차영상 기반의 움직임 추적 시스템의 설계및 구현', 한국정보처리학회 논문지, 제12-B권, 제3호, pp. 301-302, 2005.6   과학기술학회마을   DOI
8 'Anti-Icing and RWlS Technology in Canada', C-SHRP Technical-Brief 2000.7 http://www.cshrp.org/ products/brief-20.pdf
9 'Intelligent Image-Based Winter Road Condition Sensor -Phase II', Final Report for Aurora Program 2002.01, http://onlinepubs.trb.org/onlinepubs/nchrp/ nchrp_webdoc_87part2.pdf
10 Gregory A. Baxes, 'Digital Image Processing', John Wiley & Sons, 1994
11 C.Busch, E. Debes, 'Wavelet Transform for Analyzing Fog Visibility', IEEE, pp. 66-71, 1998.11   DOI   ScienceOn
12 S.G. Narasimhan, S.K.Nayar, 'Chromatic Framework for Vision in Bad Weather', IEEE CVPR, Vol.1, pp. 598-605, Jun, 2000   DOI
13 H. Kido, H.Masaoka, YOta, 'Management of Roads in Winter using CCTV Camera', Facillities Planning Sec. City of Sapporo, http://ops.fhwa.dot.gov/weather/ best_practices/JapanWinterMgmtCCTV.pdf
14 P.Joe, D.Burgess, R.Potts, T. Keenan, G. Stumpf, A. Treloar, 'The S2K Severe Weather Detection Algorithms and Their Performance.', American Meteorological Society, Vol.19 pp. 43-63 Feb. 2004